RUNE — Our Journey to Creating a GitHub LLM Analytics Tool: Intern’s Perspective

RUNE (Repository Understanding, Navigation, and Exploration) is an innovative tool designed to enhance the developer experience by integrating advanced generative language models (LLMs) with GitHub repositories, offering a new approach to code interaction and comprehension. It simplifies navigating complex codebases through interactive graph visualizations and natural language interactions, allowing developers to communicate with their code as if conversing with a colleague. Utilizing a robust tech stack that includes React, TypeScript, LangChain, and Memgraph, RUNE transforms code exploration into an intuitive, visually appealing process. This tool not only streamlines routine development tasks but also fosters real-time communication with codebases, promoting collaboration and accelerating troubleshooting. By offering a fresh perspective on repository structures and enabling dynamic conversations with code, RUNE redefines traditional development tools and positions itself as a game-changer in the evolving landscape of software development.